Androidは機械学習の夢を見るか？ #abc2018s

Transcript

1. "OESPJEכ堣唒㷕统ך㣄׾鋅׷ַ 
   "OESPJE
   #B[BBS
   BOE
   $POGFSFODF
   
   4QSJOH

2. :VKJ
   5PLVEB !EBLVUPO 015J. $PSQPSBUJPO IUUQTXXXPQUJNDPKQ ➬✲דכׄ׭ג׷堣唒㷕统ؒٝآص، "OESPJEכ⡚ٖ؎َ٦鿇ⴓָ㥨暟

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5. .PCJMF
   GJSTU
   UP
   "* GJSTU

6. .PCJMF ؒحآرغ؎أ ד꧊׭׋ر٦ة׾"* 堣唒㷕统 ד崞欽

7. ر٦ة　꧊䪮遭涸ח　꧊〳腉זر٦ة׾꧊׭׷ ر٦ةⴓ匿侧㷕涸ז㉏겗ח縧ֹ䳔ִ׷ ر٦ة崞欽ءأذيח״׷荈⹛Ⳣ椚 ر٦ةⳢ椚侧椚ٌرٕח׮הבְ׋،ٕ؞ٔؤي黝欽 ر٦ة崞欽תדךؿؑ٦ؤ

8. 2
   ؒحآرغ؎أ⽃⡤ד堣唒㷕统⢪ֲךחぢְגְ׷ךכ "
   /7*%*"
   +FUTPO
   59 (16
   1BTDBM
   $PSF

9. ر٦ة　꧊䪮遭涸ח　꧊〳腉זر٦ة׾꧊׭׷ ر٦ةⴓ匿侧㷕涸ז㉏겗ח縧ֹ䳔ִ׷ ر٦ة崞欽ءأذيח״׷荈⹛Ⳣ椚 ر٦ةⳢ椚侧椚ٌرٕח׮הבְ׋،ٕ؞ٔؤي黝欽 ر٦ة崞欽תדךؿؑ٦ؤ 㣐ꆀח꧊׭׋ر٦ة׾(16ד鎘皾

10. 2 ؒحآ "OESPJE ⽃⡤ד堣唒㷕统⢪ֲךכ植㹋涸ַ "
    ת׌ꨇ僒䏝넝׭׌ָ㼪Ⰵ׃װֻׅכז׏גֹ׋ ؔفءّٝ涸⡘縧בֽד⡲䧭幥׫،فٔח⢪׏ג׫׷ךכ֮׶ "#$זךד颵㉏㢌刿

11. *P5ד⢪ְ׋ְ"OESPJEؒ؝ءأذي 䩛꟦זֻ㸜Ⰻחؒحآرغ؎أ׾崞欽 ٥1VTI鸐⥋ ٥،فٔ؛٦ءّٝ 㷕统幥׫ٌرٕ ꂁ⥋ ٥(PPHMF
    "TTJTUBOU ٥4BGFUZ/FUח״׷إُؗٔذ؍⥂隊 ٥SPPUFE
    EFWJDF嗚⳿ ٥堣唒㷕统ח״׷.BMXBSF

    BQQT嗚濼 ٥㸜Ⰻז钠鏾 8$
    8FC"VUIO TQFD
    ESBGU

12. ٥طحزٙ٦ؙ鸞䏝ծر٦ة㺁ꆀכ⼧ⴓַ 
    *P5
    4*.㤍秈ח״׏גכ*4%/ך⼱ⴓך⠗鷏鸞䏝 LCQT ٥طحزٙ٦ؙכ㸜㹀׃גְ׷ַ ٥㼎韋ر٦ةכؙٓؐسח鷏⥋〳腉ַ  فٓ؎غء٦װ穈籼ך堣㺘䞔㜠ך⥂隊 ٥鎘皾鸞䏝 ׉׮׉׮(16כ⢪ִ׷ַ ٥ꨵ⸂

    غحذٔ٦ 嶊顤ꆀ ٥鍑匿ٗآحؙ ،فٔ 㷕统幥׫ٌرٕ ך刿倜盖椚 *P5ؒحآر٦ة鍑匿ך铬겗

13. ٥طحزٙ٦ؙ鸞䏝ծر٦ة㺁ꆀכ⼧ⴓַ 
    *P5
    4*.㤍秈ח״׏גכ*4%/ך⼱ⴓך⠗鷏鸞䏝 LCQT ٥طحزٙ٦ؙכ㸜㹀׃גְ׷ַ ٥㼎韋ر٦ةכؙٓؐسח鷏⥋〳腉ַ  فٓ؎غء٦װ穈籼ך堣㺘䞔㜠ך⥂隊 ٥鎘皾鸞䏝 ׉׮׉׮(16כ⢪ִ׷ַ ٥ꨵ⸂

    غحذٔ٦ 嶊顤ꆀ ٥鍑匿ٗآحؙ ،فٔ 㷕统幥׫ٌرٕ ך刿倜盖椚 *P5ؒحآر٦ة鍑匿ך铬겗 'JSFCBTFך؟ه٦ز眔㔲

14. ٥䱿锷׾ؒحآ׌ֽ 0OEFWJDF ד׮⹛ַׇ׷ • 歗⫷ٓكٕ钠陎 
    歗⫷ⰻךذؗأز嗚⳿ 
    겣钠陎 
    غ٦؝٦سأٍؗٝ ٥$VTUPN
    .PEFM
    荈⡲5' -JUF㷕统幥׫ٌرٕח״׷䱿锷

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    QMVHJO♶Ⱗさָאְגֹתׅ • IUUQTJTTVFUSBDLFSHPPHMFDPNJTTVFT 'JSFCBTF
    .-
    ,JU

15. ٥-JUFך䠐㄂ ٥㷕统幥׫ٌرٕךر٦ة؟؎ؤ׾㼭ֻׁ ٥㷕统幥׫ٌرٕךQBSTFחַַ׷ًٌٔ؝أز׾⵴幾 ٥//"1*
    䱿锷ד/BUJWFㄏ⟀إحز )"- ׾崞欽 ٥%FWFMPQFSַ׵׫׷ה⡲噟כ-JUFׄׯזְ ٥1SPUPCVGT UP
    'MBU#VGGFST VOSFBEBCMF
    GPSNBUT

    ٥ٌرٕך満⸂⻉鏣鎘ָ䗳銲 JODSFBTF
    DPOTUSBJOUT 5FOTPS'MPX
    -JUF

16. IUUQTUXJUUFSDPNTPOPUTTUBUVT ٌرٕך剑黝⻉満⸂⻉חכ⡦ָ䗳銲ַ

17. #ˏׁ׿չٌغ؎ٕ$16ך孡䭯׍חז׏ג׫׋պ • -JUF鎸鯹չFH
    .PCJMF/FUT
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18. • %FQUIXJTF TFQBSBCMF
    DPOWPMVUJPOT 殴׫鴥׫ך倯ぢⴓ鍑鎘皾 • ؿ؍ٕة؟؎ؤָY׌ה⚛⴨鎘皾חًٌٔ㾜Ꟛָ䗳銲הז׷ ָծY׾欽ְ׷ֿהד♶銲חז׷ ًٌٔ⢪欽ꆀ⵴幾 • IUUQTRJJUBDPNUULEBJUFNTCGEEF

    ٌغ؎ٕ$16湡简דך満⸂⻉⢽
    .PCJMF/FU

19. • 8JOPHSBE 殴׫鴥׫׾''5ד䒭㢌䕎׃ג鎘皾 • *OUFM
    O(SBQIכYזוך8JOPHSBE׾؟ه٦ز • IUUQTHJUIVCDPN/FSWBOB4ZTUFNTOFPO ٌغ؎ٕ$16湡简דך満⸂⻉⢽
    4RVFF[F/FU

20. 'JSFCBTFח،حفٗ٦س׃׋5'
    .PEFM׾荈⹛剑黝⻉ ٥ؒحآぢֽ㷕统幥׫ٌرٕ剑黝⻉䩛岀ך֮׻ׇ䪮 • IUUQTBJHPPHMFCMPHDPNDVTUPNPOEFWJDFNMNPEFMTIUNM ٥礵䏝׾衅הׁ׆ח$16ًٌٔ؝أزծٌرٕ؟؎ؤ׾⵴幾 ٥♳鎸⵴幾ח״׶غحذٔ٦؝أز׮♴ָ׷ -FBSO$PNQSFTT 'JSFCBTF䲿⣘彊⪒⚥

21. ⚺ז䩛岀 
    1SVOJOH
    SFEVDFT
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    2VBOUJ[BUJPO • XFJHIUך⦼⻉װXFJHIUך呞侧⵴幾ח״׶鎘皾؝أز׾פ׵ׅ •

    $16ד׮⦼怴皾כ9/03ד⚛⴨鎘皾דֹ׷ 
    +PJOU
    USBJOJOH
    BOE
    EJTUJMMBUJPO • 㣐ֹז㷕统幥׫ٌرٕ׾侄䌌ה׃גծ؟؎ؤך㼭ְׁٌرٕ׾㷕统 • 䩛岀姻然ח鷄ִגְתׇ׿ -FBSO$PNQSFTT 'JSFCBTF䲿⣘彊⪒⚥

22. "OESPJE
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    /FUXPSL
    4%,
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    $FMBEPO

    • "OESPJE
    //
    "1*׾؟ه٦ز

23. 'JSFCBTF
    .-
    ,JU ⹛ְ׋ 劤傈ـ٦أ㾜爙⚥

24. • .-
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    תה׭

25. 2
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26. 2
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27. 2
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